Tag - MCP

AG-UI vs MCP vs Function Calling for IoT Control Interfaces

AG-UI, MCP, and Function Calling do not solve the same layer. In IoT control interfaces, AG-UI should handle user-facing agent events, MCP should govern tools and context, and Function Calling should create structured action requests inside a model call.

AIoT SaaS Platform, Blog, IoT Protocols and Interoperability , May 13, 2026 , AG-UI, AI Agent, Command Confirmation, Function Calling, Human in the Loop, IoT Dashboard, MCP, Platform Architecture

Layering A2A, MCP, OPC UA, and Modbus for Agentic IoT

Agentic IoT becomes fragile when A2A, MCP, OPC UA, and Modbus are treated as interchangeable layers. A more stable architecture uses A2A for agent coordination, MCP for controlled tool access, OPC UA for asset semantics, and Modbus for field execution.

Blog, IoT Protocols and Interoperability , April 2, 2026 , A2A, Agentic IoT, control plane, Industrial IoT, MCP, Modbus, OPC UA

dify-mcp-server-building-modular-ai-systems

Dify MCP Server: Building Modular AI System Applications Like Lego Bricks

Build modular AI apps with Dify MCP Server. Use the Model Context Protocol to orchestrate multi-agent workflows—fast, flexible, no-code.

AI and Machine Learning, Blog , April 11, 2025 , AI Toolchain, Chatflow, Claude Integration, Dify, Engineering Framework, JSON-RPC, LLM Server, MCP, Private Deployment, SSE, Workflow AI

MCP(Model Context Protocol): The Universal Protocol Bridging AI with the Real World

Discover how the Model Context Protocol (MCP) transforms AI with seamless context modelling and MCP Servers. Unlock AI's potential with dynamic integration and smart execution.

AI and Machine Learning, Blog , April 10, 2025 , AI Access Layer, AI DevOps, AI Engineering, context modelling, Interface Protocol, LLM Ecosystem, LLM Integration, MCP, MCP Server Directory, Multimodal AI, Tool Invocation